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Table 10 Mean execution times obtained with autoencoder, matrix factorization, and PhyloMissForest (non-bootstrap and bootstrap profiles)

From: PhyloMissForest: a random forest framework to construct phylogenetic trees with missing data

Dataset

Autoencoder

Matrix Factorization

Non-Bootstrap

Bootstrap

9 ×9

25s

18s

1s

20s

37 ×37

37s

17min

25s

7min

40 ×40

9min

35min

1.7min

20min

55 ×55

2min

53min

2min

25min

201 ×201

1.5h

>48h

6h

34h